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Léo Milecki
Léo Milecki
Postdoctoral Associate at Weill Cornell Medicine
Verified email at med.cornell.edu
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Year
A deep learning framework for spatiotemporal ultrasound localization microscopy
L Milecki, J Porée, H Belgharbi, C Bourquin, R Damseh, ...
IEEE Transactions on Medical Imaging 40 (5), 1428-1437, 2021
672021
3D unsupervised kidney graft segmentation based on deep learning and multi-sequence MRI
L Milecki, S Bodard, JM Correas, MO Timsit, M Vakalopoulou
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1781-1785, 2021
142021
An anatomically realistic simulation framework for 3D ultrasound localization microscopy
H Belgharbi, J Porée, R Damseh, V Perrot, L Milecki, ...
IEEE Open Journal of Ultrasonics, Ferroelectrics, and Frequency Control 3, 1-13, 2023
9*2023
Contrastive masked transformers for forecasting renal transplant function
L Milecki, V Kalogeiton, S Bodard, D Anglicheau, JM Correas, MO Timsit, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2022
52022
MEDIMP: 3D Medical Images and clinical Prompts for renal transplant representation learning
L Milecki, V Kalogeiton, S Bodard, D Anglicheau, JM Correas, MO Timsit, ...
Medical Imaging with Deep Learning, 846-861, 2024
4*2024
ADAPT: Multimodal Learning for Detecting Physiological Changes under Missing Modalities
J Mordacq, L Milecki, M Vakalopoulou, S Oudot, V Kalogeiton
MIDL 2024-Medical Imaging with Deep Learning, 2024
12024
Effective Segmentation of Post-Treatment Gliomas Using Simple Approaches: Artificial Sequence Generation and Ensemble Models
H Kim, L Milecki, MC Moghadam, F Liu, M Nguyen, E Qiu, A Thanki, ...
arXiv preprint arXiv:2409.08143, 2024
2024
Multimodal Learning for Detecting Stress under Missing Modalities
J Mordacq, L Milecki, M Vakalopoulou, S Oudot, V Kalogeiton
WiCV 2024-Women in Computer Vision workshop In conjunction with CVPR, 2024
2024
Développement d’un modèle non supervisé d’intelligence artificielle pour l’analyse radiomique et la prédiction de la survie à 5 ans du transplant rénal
L Milecki, S Bodard, D Anglicheau, J Correas, M Vakalopoulou
Progrès en Urologie-FMC 33 (3), S24, 2023
2023
Constrative Learning for Kidney Transplant Analysis using MRI data and Deep Convolutional Networks
L Milecki, V Kalogeiton, S Bodard, JM Correas, MO Timsit, ...
Medical Imaging with Deep Learning 2022, 2022
2022
3D Simulated Microbubble Flow in a Mouse Vascular Network
H Belgharbi, J Porée, R Damseh, V Perrot, L Milecki, ...
DFDR, 2022
2022
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